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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | ||||||||
|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | |
 | Overwhelming Blink | 15 | 2.44% | 100.0 | 100.00% | +55.24% | 0.00% | 0.00% | 0.00% |
 | Boots of Travel 2 | 19 | 3.08% | 97.2 | 94.74% | +50.18% | +5.26% | -11.41% | -1.15% |
 | Refresher Orb | 80 | 12.99% | 93.3 | 77.50% | +36.08% | -2.50% | -2.50% | 0.00% |
 | Meteor Hammer | 12 | 1.95% | 92.0 | 100.00% | +54.97% | 0.00% | 0.00% | 0.00% |
 | Octarine Core | 188 | 30.52% | 87.0 | 68.62% | +32.41% | -15.43% | -13.30% | 0.22% |
 | Boots of Travel | 53 | 8.60% | 85.8 | 75.47% | +32.13% | -2.14% | +3.10% | 0.25% |
 | Kaya | 9 | 1.46% | 80.5 | 100.00% | +54.70% | 0.00% | 0.00% | 0.00% |
 | Shiva's Guard | 272 | 44.16% | 80.1 | 62.13% | +28.70% | +11.78% | -10.66% | -2.74% |
 | Vambrace | 23 | 3.73% | 75.9 | 78.26% | +33.40% | +1.74% | -3.26% | -5.00% |
 | Pipe of Insight | 158 | 25.65% | 72.7 | 58.86% | +17.16% | +8.64% | -13.86% | -4.13% |
 | Headdress | 172 | 27.92% | 72.3 | 58.14% | +16.70% | -6.98% | -11.63% | -0.95% |
 | Veil of Discord | 333 | 54.06% | 69.3 | 53.45% | +15.99% | +8.45% | -7.02% | -1.66% |
 | Cornucopia | 66 | 10.71% | 65.8 | 59.09% | +14.54% | -6.15% | -0.27% | 0.26% |
 | Bracer | 443 | 71.92% | 65.3 | 49.66% | +12.67% | +5.21% | -4.53% | -9.43% |
 | Ring of Tarrasque | 144 | 23.38% | 64.9 | 53.47% | +9.61% | -4.69% | +13.20% | 1.23% |
 | Ironwood Tree | 32 | 5.19% | 64.8 | 65.63% | +20.60% | -3.13% | -15.63% | -5.56% |
 | Ring of Basilius | 90 | 14.61% | 64.1 | 55.56% | +11.07% | -12.08% | +0.96% | 3.76% |
 | Magic Wand | 523 | 84.90% | 63.9 | 48.18% | +13.77% | -3.14% | -0.85% | 0.48% |
 | Black King Bar | 329 | 53.41% | 63.6 | 49.24% | +6.73% | +3.14% | +8.59% | 0.82% |
 | Aghanim's Shard | 154 | 25.00% | 63.3 | 51.95% | +7.79% | -5.80% | +7.02% | 1.01% |
 | Arcane Boots | 84 | 13.64% | 62.4 | 54.76% | +10.02% | -26.19% | +7.14% | 11.53% |
 | Vanguard | 97 | 15.75% | 62.1 | 53.61% | +8.91% | -5.61% | +6.39% | 1.32% |
 | Blink Dagger | 528 | 85.71% | 61.8 | 46.59% | +3.41% | +7.20% | -2.23% | -1.62% |
 | Boots of Speed | 616 | 100.00% | 61.7 | 46.10% | +46.10% | -6.86% | +0.65% | 3.26% |
 | Crimson Guard | 96 | 15.58% | 61.4 | 53.13% | +8.32% | -11.46% | +5.20% | 2.22% |
 | Quelling Blade | 299 | 48.54% | 61.3 | 47.83% | +3.35% | +1.72% | -5.16% | -6.88% |
 | Magic Stick | 487 | 79.06% | 60.2 | 45.59% | -2.47% | -2.97% | +2.77% | 1.16% |
 | Phase Boots | 494 | 80.19% | 59.9 | 45.34% | -3.84% | +9.50% | -13.89% | -12.05% |
 | Wind Lace | 397 | 64.45% | 59.8 | 45.84% | -0.74% | +8.45% | +3.16% | -0.77% |
 | Hand of Midas | 499 | 81.01% | 59.1 | 44.69% | -7.45% | +14.37% | -14.29% | -11.90% |
 | Drum of Endurance | 31 | 5.03% | 58.7 | 61.29% | +15.99% | +13.71% | +1.21% | -1.59% |
 | Soul Ring | 25 | 4.06% | 58.4 | 64.00% | +18.65% | -6.86% | +7.43% | 2.33% |
 | Faded Broach | 110 | 17.86% | 58.4 | 50.00% | +4.74% | -3.70% | -6.76% | -1.53% |
 | Chainmail | 385 | 62.50% | 58.1 | 44.68% | -3.80% | +2.74% | -2.41% | -1.09% |
 | Crown | 203 | 32.95% | 58.1 | 46.80% | +1.04% | +4.18% | -11.51% | -1.86% |
 | Javelin | 97 | 15.75% | 58.1 | 50.52% | +5.24% | -10.52% | +5.48% | 1.36% |
 | Arcane Ring | 75 | 12.18% | 57.7 | 52.00% | +6.71% | +3.17% | -8.67% | -5.92% |
 | Ring of Health | 100 | 16.23% | 57.6 | 50.00% | +4.65% | -2.00% | -2.00% | 0.00% |
 | Cloak of Flames | 71 | 11.53% | 57.3 | 52.11% | +6.79% | +7.89% | -5.77% | -13.66% |
 | Buckler | 32 | 5.19% | 56.7 | 59.38% | +14.00% | +3.12% | -9.38% | -2.12% |
 | Void Stone | 126 | 20.45% | 56.2 | 47.62% | +1.91% | -22.62% | +8.63% | 2.37% |
 | Helm of Iron Will | 214 | 34.74% | 55.8 | 44.86% | -1.91% | +3.29% | -7.82% | -1.13% |
 | Desolator | 5 | 0.81% | 55.7 | 100.00% | +54.34% | 0.00% | 0.00% | 0.00% |
 | Bullwhip | 92 | 14.94% | 55.5 | 48.91% | +3.30% | +1.09% | -2.76% | -1.93% |
 | Guardian Greaves | 29 | 4.71% | 54.2 | 58.62% | +13.13% | +3.88% | -21.12% | -3.88% |
 | Ring of Protection | 178 | 28.90% | 54.2 | 44.38% | -2.42% | +0.06% | +2.29% | 0.22% |
 | Fluffy Hat | 160 | 25.97% | 53.5 | 44.38% | -2.33% | +3.12% | -4.38% | -0.71% |
 | Occult Bracelet | 44 | 7.14% | 52.2 | 52.27% | +6.64% | +11.37% | +4.87% | -2.89% |
 | Bottle | 83 | 13.47% | 52.1 | 46.99% | +1.02% | +9.53% | -23.18% | -32.71% |
 | Iron Talon | 50 | 8.12% | 50.9 | 50.00% | +4.24% | -1.85% | +2.17% | 4.02% |
 | Whisper of the Dread | 65 | 10.55% | 50.8 | 47.69% | +1.77% | +4.31% | -2.69% | -7.00% |
 | Mekansm | 31 | 5.03% | 50.6 | 54.84% | +9.20% | -4.84% | -17.34% | -2.72% |
 | Vampire Fangs | 51 | 8.28% | 49.9 | 49.02% | +3.18% | -17.44% | +27.90% | 30.23% |
 | Safety Bubble | 63 | 10.23% | 48.3 | 46.03% | -0.08% | +0.40% | -0.32% | -0.72% |
 | Ceremonial Robe | 48 | 7.79% | 47.8 | 47.92% | +1.97% | +10.90% | -16.67% | -13.79% |
 | Timeless Relic | 26 | 4.22% | 46.6 | 53.85% | +8.09% | -3.85% | +3.29% | 7.14% |
 | Light Collector | 31 | 5.03% | 46.6 | 51.61% | +5.80% | +8.39% | -11.61% | -6.67% |
 | Rattlecage | 6 | 0.97% | 44.8 | 83.33% | +37.59% | -33.33% | +16.67% | 0.00% |
 | Seeds of Serenity | 95 | 15.42% | 44.3 | 40.00% | -7.22% | +3.75% | -1.54% | -1.76% |
 | Ninja Gear | 30 | 4.87% | 44.2 | 50.00% | +4.10% | 0.00% | 0.00% | 0.00% |
 | Dragon Scale | 108 | 17.53% | 43.8 | 38.89% | -8.75% | -0.29% | +0.33% | 0.62% |
 | Dandelion Amulet | 28 | 4.55% | 43.2 | 50.00% | +4.08% | +8.33% | -10.00% | -9.17% |
 | Ghost Scepter | 13 | 2.11% | 42.5 | 61.54% | +15.77% | +38.46% | -11.54% | 0.00% |
 | Diadem | 73 | 11.85% | 41.8 | 39.73% | -7.23% | -2.89% | -8.15% | -0.47% |
 | Force Staff | 11 | 1.79% | 41.1 | 63.64% | +17.85% | +3.03% | -30.31% | 0.00% |
 | Null Talisman | 63 | 10.23% | 40.4 | 39.68% | -7.16% | +10.32% | -2.18% | -2.60% |
 | Morbid Mask | 30 | 4.87% | 40.3 | 46.67% | +0.59% | +3.33% | +15.83% | 0.49% |
 | Defiant Shell | 22 | 3.57% | 39.6 | 50.00% | +4.04% | -8.82% | -2.94% | 0.00% |
 | Ogre Seal Totem | 9 | 1.46% | 39.5 | 66.67% | +20.87% | +13.33% | -16.67% | 0.00% |
 | Pig Pole | 28 | 4.55% | 39.1 | 46.43% | +0.34% | +11.90% | -37.34% | -24.62% |
 | Royal Jelly | 56 | 9.09% | 38.8 | 39.29% | -7.50% | +7.38% | -9.66% | -8.52% |
 | Elven Tunic | 26 | 4.22% | 37.8 | 46.15% | +0.05% | -6.15% | +8.40% | 14.55% |
 | Shadow Blade | 3 | 0.49% | 36.8 | 100.00% | +54.16% | 0.00% | 0.00% | 0.00% |
 | Vladmir's Offering | 3 | 0.49% | 36.8 | 100.00% | +54.16% | 0.00% | 0.00% | 0.00% |
 | Yasha | 3 | 0.49% | 36.8 | 100.00% | +54.16% | 0.00% | 0.00% | 0.00% |
 | Orb of Venom | 15 | 2.44% | 36.7 | 53.33% | +7.41% | -3.33% | +21.67% | 0.00% |
 | Blight Stone | 15 | 2.44% | 36.7 | 53.33% | +7.41% | -3.33% | +21.67% | 0.00% |
 | Assault Cuirass | 5 | 0.81% | 36.5 | 80.00% | +34.17% | -30.00% | +20.00% | 0.00% |
 | Enchanted Quiver | 5 | 0.81% | 36.5 | 80.00% | +34.17% | -5.00% | +20.00% | 0.00% |
 | Gossamer Cape | 43 | 6.98% | 36.4 | 39.53% | -7.07% | -14.53% | +5.92% | 8.18% |
 | Psychic Headband | 22 | 3.57% | 34.6 | 45.45% | -0.68% | +40.26% | -28.78% | -39.45% |
 | Trusty Shovel | 19 | 3.08% | 34.4 | 47.37% | +1.31% | +19.30% | -18.80% | -12.70% |
 | Philosopher's Stone | 36 | 5.84% | 33.7 | 38.89% | -7.66% | +11.11% | +6.56% | -2.28% |
 | Craggy Coat | 26 | 4.22% | 33.5 | 42.31% | -3.96% | +7.69% | -3.85% | -5.77% |
 | Broom Handle | 37 | 6.01% | 32.8 | 37.84% | -8.79% | +8.83% | -19.66% | -14.25% |
 | Paladin Sword | 11 | 1.79% | 32.2 | 54.55% | +8.60% | -14.55% | -21.22% | 0.00% |
 | Pupil's Gift | 14 | 2.27% | 32.1 | 50.00% | +3.99% | -7.14% | 0.00% | 0.00% |
 | Vindicator's Axe | 14 | 2.27% | 32.1 | 50.00% | +3.99% | 0.00% | -25.00% | 0.00% |
 | Lotus Orb | 6 | 0.97% | 30.2 | 66.67% | +20.77% | -16.67% | +33.33% | 0.00% |
 | Boots of Bearing | 6 | 0.97% | 30.2 | 66.67% | +20.77% | +33.33% | +33.33% | 0.00% |
 | Havoc Hammer | 15 | 2.44% | 30.0 | 46.67% | +0.58% | -3.81% | +33.33% | 0.00% |
 | Trickster Cloak | 4 | 0.65% | 27.1 | 75.00% | +29.08% | +25.00% | -75.00% | 0.00% |
 | Heart of Tarrasque | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Mind Breaker | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Radiance | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Nullifier | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Aether Lens | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 2 | 0.32% | 25.0 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% |
 | Eul's Scepter of Divinity | 23 | 3.73% | 24.2 | 34.78% | -11.76% | -20.49% | +31.89% | 7.73% |
 | Specialist's Array | 8 | 1.30% | 22.8 | 50.00% | +3.95% | -25.00% | +25.00% | 0.00% |
 | Aviana's Feather | 8 | 1.30% | 22.8 | 50.00% | +3.95% | -10.00% | +16.67% | 0.00% |
 | Grove Bow | 16 | 2.60% | 22.4 | 37.50% | -8.83% | 0.00% | 0.00% | 0.00% |
 | Tranquil Boots | 12 | 1.95% | 22.2 | 41.67% | -4.52% | -41.67% | +25.00% | 0.00% |
 | Linken's Sphere | 5 | 0.81% | 21.8 | 60.00% | +14.01% | +40.00% | -10.00% | 0.00% |
 | Pavise | 5 | 0.81% | 21.8 | 60.00% | +14.01% | -10.00% | +40.00% | 0.00% |
 | Solar Crest | 5 | 0.81% | 21.8 | 60.00% | +14.01% | +40.00% | -10.00% | 0.00% |
 | Lance of Pursuit | 19 | 3.08% | 19.1 | 31.58% | -14.99% | +18.42% | -31.58% | -33.33% |
 | Aghanim's Scepter | 10 | 1.62% | 18.4 | 40.00% | -6.20% | -6.67% | -6.67% | 0.00% |
 | Stormcrafter | 3 | 0.49% | 16.9 | 66.67% | +20.67% | -16.67% | +33.33% | 0.00% |
 | Sange | 11 | 1.79% | 16.9 | 36.36% | -9.92% | -3.03% | -3.03% | 0.00% |
 | Nemesis Curse | 4 | 0.65% | 13.0 | 50.00% | +3.92% | +50.00% | -16.67% | 0.00% |
 | Eye of the Vizier | 9 | 1.46% | 12.7 | 33.33% | -12.96% | -13.33% | +16.67% | 0.00% |
 | Dagon | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Manta Style | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ethereal Blade | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mirror Shield | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Seer Stone | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 4) | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aghanim's Blessing | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Moon Shard | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Silver Edge | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 1 | 0.16% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Orb of Destruction | 5 | 0.81% | 10.6 | 40.00% | -6.15% | +10.00% | -6.67% | 0.00% |
 | Heaven's Halberd | 5 | 0.81% | 10.6 | 40.00% | -6.15% | +10.00% | -40.00% | 0.00% |
 | Wind Waker | 5 | 0.81% | 10.6 | 40.00% | -6.15% | +10.00% | +10.00% | 0.00% |
 | Duelist Gloves | 7 | 1.14% | 8.0 | 28.57% | -17.74% | +21.43% | -3.57% | 0.00% |
 | Wraith Band | 8 | 1.30% | 7.1 | 25.00% | -21.38% | +25.00% | +25.00% | 0.00% |
 | Dagon (level 5) | 2 | 0.32% | 6.6 | 50.00% | +3.91% | -50.00% | +50.00% | 0.00% |
 | Orchid Malevolence | 2 | 0.32% | 6.6 | 50.00% | +3.91% | +50.00% | -50.00% | 0.00% |
 | Scythe of Vyse | 2 | 0.32% | 6.6 | 50.00% | +3.91% | +50.00% | -50.00% | 0.00% |
 | Glimmer Cape | 2 | 0.32% | 6.6 | 50.00% | +3.91% | -50.00% | +50.00% | 0.00% |
 | Blade Mail | 11 | 1.79% | 5.4 | 18.18% | -28.43% | +15.15% | -18.18% | 0.00% |
 | Echo Sabre | 3 | 0.49% | 4.7 | 33.33% | -12.84% | -33.33% | +66.67% | 0.00% |
 | Spark of Courage | 4 | 0.65% | 3.7 | 25.00% | -21.24% | +25.00% | -25.00% | 0.00% |
 | Ascetic's Cap | 7 | 1.14% | 2.3 | 14.29% | -32.18% | +10.71% | -14.29% | 0.00% |
 | Urn of Shadows | 1 | 0.16% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Orb of Corrosion | 1 | 0.16% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Spirit Vessel | 1 | 0.16% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 1 | 0.16% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Harpoon | 1 | 0.16% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |